Irwan Bello

1. ST-MoE: Designing Stable and Transferable Sparse Expert Models
   2022/02/17 by Barret Zoph, Zoph, Barret, Irwan Bello +13 · 1 voice · 47 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
2. Neural Combinatorial Optimization with Reinforcement Learning
   2016/11/29 by Irwan Bello, Bello, Irwan, Hieu Pham +7 · 54 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Metaheuristic Optimization Algorithms Research
3. Stand-Alone Self-Attention in Vision Models
   2019/06/13 by Prajit Ramachandran, Niki Parmar, Ramachandran, Prajit +9 · 27 citations
   Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Visual Attention and Saliency Detection
4. Backprop Evolution
   2018/08/08 by Maximilian Alber, Irwan Bello, Alber, Maximilian +10 · 3 voices
   Computer Science · Mathematics · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Metaheuristic Optimization Algorithms Research #Neural and Evolutionary Computing (cs.NE) #cs.LG #cs.NE #stat.ML
5. Neural Optimizer Search with Reinforcement Learning
   2017/09/21 by Irwan Bello, Bello, Irwan, Barret Zoph +5 · 13 citations
   Computer Science · #Advanced Neural Network Applications #Machine Learning and Algorithms #Adversarial Robustness in Machine Learning
6. Revisiting ResNets: Improved Training and Scaling Strategies
   2021/03/13 by Irwan Bello, William Fedus, Bello, Irwan +13 · 8 citations
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
7. LambdaNetworks: Modeling Long-Range Interactions Without Attention
   2021/02/17 by Irwan Bello, Bello, Irwan · 10 citations
   Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
8. Global Self-Attention Networks for Image Recognition
   2020/10/06 by Zhuoran Shen, Shen, Zhuoran, Irwan Bello +7 · 4 citations
   Computer Science · #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques #Visual Attention and Saliency Detection